Finally, another approach for enhancing performance in video-based FER has been to focus on particular parts of the video sequence where expressions are most prominent [1]}. The difficulty with this method is the lack of knowledge as to when the prominent expressions occur. To tackle this, attention mechanisms can be used to focus on salient parts of sequences, as performed in [2]}, [3]}, [4]}.
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